Identifying significant edges in graphical models of molecular networks.
Marco ScutariRadhakrishnan NagarajanPublished in: Artif. Intell. Medicine (2013)
Keyphrases
- graphical models
- belief propagation
- probabilistic model
- random variables
- approximate inference
- probabilistic inference
- probabilistic networks
- bayesian networks
- probabilistic graphical models
- belief networks
- conditional random fields
- markov networks
- structure learning
- map inference
- factor graphs
- loopy belief propagation
- message passing
- graph structure
- conditional independence
- social networks
- statistical inference
- exact inference
- bayesian belief networks
- statistical relational learning
- directed graph
- pairwise
- chain graphs